37 citations · 44 across the 8 of their papers we have counts for
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cs.LG2013★ 37 cited
Distributed Exploration in Multi-Armed Bandits
Eshcar Hillel, Zohar Karnin, Tomer Koren +2
We study exploration in Multi-Armed Bandits in a setting where players collaborate in order to identify an -optimal arm. Our motivation comes from recent employment of bandi…
cs.LG2013★ 2 cited
OFF-Set: One-pass Factorization of Feature Sets for Online Recommendation in Persistent Cold Start Settings
Michal Aharon, Natalie Aizenberg, Edward Bortnikov +6
One of the most challenging recommendation tasks is recommending to a new, previously unseen user. This is known as the 'user cold start' problem. Assuming certain features or attr…